{"id":"https://openalex.org/W2032937397","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0000267","title":"Improved Similarity Measure in Case-Based Reasoning with Global Sensitivity Analysis: An Example of Construction Quantity Estimating","display_name":"Improved Similarity Measure in Case-Based Reasoning with Global Sensitivity Analysis: An Example of Construction Quantity Estimating","publication_year":2012,"publication_date":"2012-10-29","ids":{"openalex":"https://openalex.org/W2032937397","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0000267","mag":"2032937397"},"language":"en","primary_location":{"id":"doi:10.1061/(asce)cp.1943-5487.0000267","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0000267","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018591825","display_name":"Jing Du","orcid":"https://orcid.org/0000-0002-0481-4875"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jing Du","raw_affiliation_strings":["Assistant Professor, Dept. of Construction Science, Univ. of Texas at San Antonio, San Antonio, TX 78207 (corresponding author)"],"affiliations":[{"raw_affiliation_string":"Assistant Professor, Dept. of Construction Science, Univ. of Texas at San Antonio, San Antonio, TX 78207 (corresponding author)","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047557916","display_name":"Jeff Bormann","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087940","display_name":"Technology Holding (United States)","ror":"https://ror.org/005mr0595","country_code":"US","type":"company","lineage":["https://openalex.org/I4210087940"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeff Bormann","raw_affiliation_strings":["Director, Dept. of Project Controls, Zachry Holdings, Inc., 527 Logwood Ave., San Antonio, TX 78221"],"affiliations":[{"raw_affiliation_string":"Director, Dept. of Project Controls, Zachry Holdings, Inc., 527 Logwood Ave., San Antonio, TX 78221","institution_ids":["https://openalex.org/I4210087940"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5018591825"],"corresponding_institution_ids":["https://openalex.org/I45438204"],"apc_list":null,"apc_paid":null,"fwci":2.7715,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.9128142,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"28","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9591000080108643,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9584000110626221,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sobol-sequence","display_name":"Sobol sequence","score":0.8476105332374573},{"id":"https://openalex.org/keywords/case-based-reasoning","display_name":"Case-based reasoning","score":0.7322918176651001},{"id":"https://openalex.org/keywords/takeoff","display_name":"Takeoff","score":0.6897116899490356},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6718636155128479},{"id":"https://openalex.org/keywords/similarity-measure","display_name":"Similarity measure","score":0.6537590026855469},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.6366968750953674},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5579316020011902},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5070450305938721},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5016462802886963},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4653867781162262},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4570349454879761},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.44867631793022156},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43822774291038513},{"id":"https://openalex.org/keywords/project-management","display_name":"Project management","score":0.4375618100166321},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40400445461273193},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3829870820045471},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.34193456172943115},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.22331106662750244}],"concepts":[{"id":"https://openalex.org/C49740808","wikidata":"https://www.wikidata.org/wiki/Q7550116","display_name":"Sobol sequence","level":3,"score":0.8476105332374573},{"id":"https://openalex.org/C20162079","wikidata":"https://www.wikidata.org/wiki/Q1151406","display_name":"Case-based reasoning","level":2,"score":0.7322918176651001},{"id":"https://openalex.org/C2777717826","wikidata":"https://www.wikidata.org/wiki/Q854248","display_name":"Takeoff","level":2,"score":0.6897116899490356},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6718636155128479},{"id":"https://openalex.org/C2776517306","wikidata":"https://www.wikidata.org/wiki/Q29017317","display_name":"Similarity measure","level":2,"score":0.6537590026855469},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.6366968750953674},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5579316020011902},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5070450305938721},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5016462802886963},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4653867781162262},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4570349454879761},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.44867631793022156},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43822774291038513},{"id":"https://openalex.org/C15952604","wikidata":"https://www.wikidata.org/wiki/Q179012","display_name":"Project management","level":2,"score":0.4375618100166321},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40400445461273193},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3829870820045471},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34193456172943115},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.22331106662750244},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1061/(asce)cp.1943-5487.0000267","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0000267","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":78,"referenced_works":["https://openalex.org/W79769279","https://openalex.org/W100464641","https://openalex.org/W261125314","https://openalex.org/W1022062986","https://openalex.org/W1504594067","https://openalex.org/W1527643426","https://openalex.org/W1540596182","https://openalex.org/W1548719632","https://openalex.org/W1554663460","https://openalex.org/W1554944419","https://openalex.org/W1584788204","https://openalex.org/W1905165981","https://openalex.org/W1967259842","https://openalex.org/W1967353059","https://openalex.org/W1969334115","https://openalex.org/W1972305825","https://openalex.org/W1973492181","https://openalex.org/W1973546808","https://openalex.org/W1974208965","https://openalex.org/W1979873610","https://openalex.org/W1985972725","https://openalex.org/W1989558385","https://openalex.org/W1995875735","https://openalex.org/W2010611103","https://openalex.org/W2011628330","https://openalex.org/W2025077540","https://openalex.org/W2031360074","https://openalex.org/W2034562813","https://openalex.org/W2035538159","https://openalex.org/W2037272884","https://openalex.org/W2038205647","https://openalex.org/W2038298039","https://openalex.org/W2038535886","https://openalex.org/W2041905826","https://openalex.org/W2043951469","https://openalex.org/W2044333385","https://openalex.org/W2045277891","https://openalex.org/W2049953238","https://openalex.org/W2050170194","https://openalex.org/W2050891512","https://openalex.org/W2055516863","https://openalex.org/W2056704258","https://openalex.org/W2060842690","https://openalex.org/W2062075925","https://openalex.org/W2062079449","https://openalex.org/W2063845900","https://openalex.org/W2063847981","https://openalex.org/W2066124661","https://openalex.org/W2070576863","https://openalex.org/W2097441841","https://openalex.org/W2098363069","https://openalex.org/W2101589741","https://openalex.org/W2111529642","https://openalex.org/W2111719156","https://openalex.org/W2114315391","https://openalex.org/W2115121203","https://openalex.org/W2120505807","https://openalex.org/W2124057758","https://openalex.org/W2126385963","https://openalex.org/W2128890213","https://openalex.org/W2135782794","https://openalex.org/W2137736253","https://openalex.org/W2141490288","https://openalex.org/W2152321672","https://openalex.org/W2156016826","https://openalex.org/W2161133420","https://openalex.org/W2171033594","https://openalex.org/W2201576300","https://openalex.org/W2217442075","https://openalex.org/W2410202044","https://openalex.org/W2796936280","https://openalex.org/W2913283985","https://openalex.org/W2993383518","https://openalex.org/W3212784711","https://openalex.org/W4235705169","https://openalex.org/W4301041382","https://openalex.org/W4388297464","https://openalex.org/W6632267817"],"related_works":["https://openalex.org/W2319693127","https://openalex.org/W2111173507","https://openalex.org/W4248020907","https://openalex.org/W2041062006","https://openalex.org/W2606618787","https://openalex.org/W1992371859","https://openalex.org/W121350374","https://openalex.org/W3142162173","https://openalex.org/W3015424904","https://openalex.org/W2358805260"],"abstract_inverted_index":{"In":[0],"recognition":[1],"of":[2,5,20,38,59,124,133],"the":[3,34,51,68,71,84,90,108,125,129,152],"importance":[4],"historical":[6,75],"knowledge":[7],"in":[8,33,89,160],"decision":[9],"making,":[10],"case":[11],"based":[12],"reasoning":[13],"(CBR)":[14],"is":[15,149],"utilized":[16],"as":[17,30,92,94],"a":[18,39,44,56,112,134,141],"form":[19],"an":[21],"expert":[22],"system":[23],"to":[24,50,82,106,128],"tackle":[25,107],"construction":[26,161],"management":[27],"issues":[28,110],"such":[29],"quantity":[31,131],"takeoff":[32,132],"proposal":[35],"development":[36],"phase":[37],"project.":[40],"It":[41,148],"builds":[42],"on":[43],"proposition":[45],"that":[46,65,151],"past":[47],"projects":[48],"similar":[49],"new":[52,72],"one":[53],"would":[54],"suggest":[55],"reasonable":[57],"range":[58],"craft":[60,130],"quantities.":[61],"This":[62],"paper":[63],"finds":[64],"when":[66],"measuring":[67],"similarity":[69,78,100],"between":[70],"project":[73,137],"and":[74,86,117],"projects,":[76],"traditional":[77,146],"measure":[79],"methods":[80],"fail":[81],"consider":[83],"nonlinearity":[85],"muticollinearity":[87],"embedded":[88],"problem,":[91],"well":[93],"differences":[95],"across":[96],"crafts.":[97],"An":[98],"innovative":[99],"measurement":[101],"algorithm":[102,127,154],"was":[103,138],"therefore":[104],"proposed":[105,126,153],"above":[109],"with":[111,145],"carefully":[113],"designed":[114],"orthogonalization":[115],"process":[116],"Sobol\u2019s":[118],"total":[119],"sensitivity":[120],"analysis.":[121],"The":[122],"application":[123],"power":[135],"plant":[136],"introduced,":[139],"demonstrating":[140],"better":[142],"result":[143],"compared":[144],"methods.":[147],"likely":[150],"will":[155],"advance":[156],"current":[157],"CBR":[158],"practices":[159],"management.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
